MCP Server Quality Scores
Independent quality analysis of 64900 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26901 |
Un-flatten any flat AI design into editable layers, reproduce it bit-perfect, f…
|
B 74 2⁄5 | ||||||||
| 26902 |
Entity verification, sanctions screening, and trust scoring for AI agents.
|
B 74 3⁄5 | ||||||||
| 26903 |
Enables users to manage package deliveries through the Parcel.app tracking API.…
|
B 74 3⁄4 | ||||||||
| 26904 |
freshprobe
Claim
Data freshness verification for AI agents. Probes endpoints for HTTP cache stal…
|
B 74 3⁄4 | ||||||||
| 26905 |
EU legal research with verifiable CELEX citations (EUR-Lex corpus, DE/EN/FR). N…
|
B 74 3⁄5 | ||||||||
| 26906 |
MCP server for the SnapAPI web capture API. Take screenshots, scrape pages, ext…
|
B 74 3⁄4 | ||||||||
| 26907 |
Enables Claude to scrape and crawl websites via a self-hosted Firecrawl instanc…
|
B 74 3⁄4 | ||||||||
| 26908 |
Enables AI assistants to fully control Google Sheets, including charts, pivot t…
|
B 74 3⁄4 | ||||||||
| 26909 |
Enables AI assistants and MCP clients to manage Proxmox VE infrastructure, incl…
|
B 74 3⁄4 | ||||||||
| 26910 |
Scribbletune MCP Server
Claim
Enables AI agents to generate MIDI clips from natural language descriptions and…
|
B 74 3⁄4 | ||||||||
| 26911 |
US Rx price comparison + foreign-brand US-equivalent lookup. Observed prices, r…
|
B 74 2⁄5 | ||||||||
| 26912 |
Provides complete control over Dokploy infrastructure with 463 tools for managi…
|
B 74 3⁄4 | ||||||||
| 26913 |
A thin MCP proxy that connects LLM clients like Claude and ChatGPT to Viraly's …
|
B 74 3⁄4 | ||||||||
| 26914 |
Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chun…
|
B 74 2⁄5 | ||||||||
| 26915 |
Enables full management of Todoist accounts, including projects, tasks, section…
|
B 74 3⁄4 | ||||||||
| 26916 |
Central Bank of Russia (ЦБ РФ) data — currency exchange rates (daily and histor…
|
B 74 3⁄4 | ||||||||
| 26917 |
Cloud file relay: chunked uploads, folders, share links, inline text reads, ZIP…
|
B 74 2⁄5 | ||||||||
| 26918 |
Enables AI agents to interact with OpenProject's APIv3 for autonomous project m…
|
B 74 3⁄4 | ||||||||
| 26919 |
MCP server that provides access to Austria's official legal database (RIS), ena…
|
B 74 3⁄4 | ||||||||
| 26920 |
Enables natural language management of email aliases via EmailAlias.io API, inc…
|
B 74 3⁄4 | ||||||||
| 26921 |
AgentPay — x402 crypto data gateway on Stellar. 10 live
pay-per-call tools: tok…
|
B 74 3⁄4 | ||||||||
| 26922 |
An MCP server that enables AI assistants to list, read, create, and manage file…
|
B 74 3⁄4 | ||||||||
| 26923 |
Search thousands of active YouTube sponsors and 60,000+ channels from any MCP c…
|
B 74 2⁄5 | ||||||||
| 26924 |
An MCP server that enables users to control Spotify playback, search for music,…
|
B 74 3⁄4 | ||||||||
| 26925 |
Sylex Search
Claim
Universal search engine for AI agents. Discover products, services, and busines…
|
B 74 3⁄4 | ||||||||
| 26926 |
Invariance MCP
Claim
Connects AI assistants to the Invariance observability platform, enabling natur…
|
B 74 3⁄4 | ||||||||
| 26927 |
Provides AI assistants with deep knowledge of the No.JS framework, including do…
|
B 74 3⁄4 | ||||||||
| 26928 |
Singapore business directory. Search companies, UENs, and SSIC industry classif…
|
B 74 2⁄4 | ||||||||
| 26929 |
Enables LLMs to process, validate, and analyze XBRL financial filings with tool…
|
B 74 3⁄4 | ||||||||
| 26930 |
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
|
B 74 3⁄4 | ||||||||
| 26931 |
Enables read-only access to Whooing personal finance data, including transactio…
|
B 74 3⁄4 | ||||||||
| 26932 |
Send SMS, WhatsApp & email, manage contacts and campaigns, and pull reports via…
|
B 74 2⁄5 | ||||||||
| 26933 |
Enables Claude to interact with the Canvas LMS API to manage courses, assignmen…
|
B 74 3⁄4 | ||||||||
| 26934 |
Enables seamless Jira issue and sprint management directly from the terminal or…
|
B 74 3⁄4 | ||||||||
| 26935 |
Eve is an agentic memory service across agents & AI tools.
All agents share on…
|
B 74 3⁄4 | ||||||||
| 26936 |
Enables MCP-compatible AI assistants to run Python code on Google Colab GPU/TPU…
|
B 74 3⁄4 | ||||||||
| 26937 |
Persistent memory and task board for Claude Code. 14 tools spanning projects, t…
|
B 74 3⁄4 | ||||||||
| 26938 |
Enables AI assistants to interact with Origin Quantum computing services throug…
|
B 74 3⁄4 | ||||||||
| 26939 |
Provides prediction market intelligence, research, and strategy signals for pla…
|
B 74 3⁄4 | ||||||||
| 26940 |
WaveGuard
Claim
Anomaly detection API powered by physics simulation. Scan any data for outliers.
|
B 74 3⁄5 | ||||||||
| 26941 |
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
|
B 74 3⁄4 | ||||||||
| 26942 |
An MCP server that provides live status updates for the Eco via Sirens game ser…
|
B 74 3⁄4 | ||||||||
| 26943 |
Security scanning for websites, public repositories, and Open CLAW skills.
|
B 74 3⁄4 | ||||||||
| 26944 |
An MCP server for the Fathom AI meeting intelligence API
|
B 74 3⁄4 | ||||||||
| 26945 |
Find polygraph (lie detector) offices, pricing and service info across the US, …
|
B 74 2⁄5 | ||||||||
| 26946 |
AI booth design, image editing, presentation assets, and authorized LEOR projec…
|
B 74 2⁄5 | ||||||||
| 26947 |
Gold/silver/copper spot & futures, per-country dealer prices, options-implied p…
|
B 74 2⁄5 | ||||||||
| 26948 |
Polymarket MCP Server
Claim
Enables comprehensive read access to Polymarket prediction market data, includi…
|
B 74 3⁄4 | ||||||||
| 26949 |
YaTracker Connector
Claim
Enables interaction with Yandex Tracker through its API for managing tasks, com…
|
B 74 3⁄4 | ||||||||
| 26950 |
Latin-American reference data: policy rates, VAT, wages, CPI, tax, holidays — 2…
|
B 73 2⁄5 | ||||||||